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Jorge Díez
ORCID
Publication Activity (10 Years)
Years Active: 2002-2020
Publications (10 Years): 18
Top Topics
Nearest Neighbor Algorithm
Multiclass Support Vector Machines
Target Tracking
Multilabel Classification
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Publications
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Pablo Pérez-Núñez
,
Oscar Luaces
,
Antonio Bahamonde
,
Jorge Díez
Improving recommender systems by encoding items and user profiles considering the order in their consumption history.
Prog. Artif. Intell.
9 (1) (2020)
Jorge Díez
,
David Martínez-Rego
,
Amparo Alonso-Betanzos
,
Oscar Luaces
,
Antonio Bahamonde
Optimizing novelty and diversity in recommendations.
Prog. Artif. Intell.
8 (1) (2019)
Shu-Chao Pang
,
AnAn Du
,
Xiaoli He
,
Jorge Díez
,
Mehmet A. Orgun
Fast and Accurate Lung Tumor Spotting and Segmentation for Boundary Delineation on CT Slices in a Coarse-to-Fine Framework.
ICONIP (4)
(2019)
Oscar Luaces
,
Jorge Díez
,
Antonio Bahamonde
A peer assessment method to provide feedback, consistent grading and reduce students' burden in massive teaching settings.
Comput. Educ.
126 (2018)
Shu-Chao Pang
,
Juan José del Coz
,
Zhezhou Yu
,
Oscar Luaces
,
Jorge Díez
Deep Learning and Preference Learning for Object Tracking: A Combined Approach.
Neural Process. Lett.
47 (3) (2018)
Jaime Alonso
,
Jorge Díez
,
Oscar Luaces
,
Antonio Bahamonde
A new method to learn growth curves of beef cattle using a factorization approach.
Comput. Electron. Agric.
151 (2018)
Oscar Luaces
,
Jorge Díez
,
Amparo Alonso-Betanzos
,
Alicia Troncoso
,
Antonio Bahamonde
Content-based methods in peer assessment of open-response questions to grade students as authors and as graders.
Knowl. Based Syst.
117 (2017)
Shu-Chao Pang
,
Juan José del Coz
,
Zhezhou Yu
,
Oscar Luaces
,
Jorge Díez
Deep learning to frame objects for visual target tracking.
Eng. Appl. Artif. Intell.
65 (2017)
Pablo González
,
Jorge Díez
,
Nitesh V. Chawla
,
Juan José del Coz
Why is quantification an interesting learning problem?
Prog. Artif. Intell.
6 (1) (2017)
Verónica Bolón-Canedo
,
Jorge Díez
,
Oscar Luaces
,
Antonio Bahamonde
,
Amparo Alonso-Betanzos
Paving the way for providing teaching feedback in automatic evaluation of open response assignments.
IJCNN
(2017)
Shu-Chao Pang
,
Juan José del Coz
,
Zhezhou Yu
,
Oscar Luaces
,
Jorge Díez
Combining Deep Learning and Preference Learning for Object Tracking.
ICONIP (3)
(2016)
Jorge Díez
,
Juan José del Coz
,
Oscar Luaces
,
Antonio Bahamonde
Using tensor products to detect unconditional label dependence in multilabel classifications.
Inf. Sci.
329 (2016)
Jorge Díez
,
Oscar Luaces
,
Juan José del Coz
,
Antonio Bahamonde
Optimizing different loss functions in multilabel classifications.
Prog. Artif. Intell.
3 (2) (2015)
Oscar Luaces
,
Jorge Díez
,
Thorsten Joachims
,
Antonio Bahamonde
Mapping preferences into Euclidean space.
Expert Syst. Appl.
42 (22) (2015)
Oscar Luaces
,
Jorge Díez
,
Amparo Alonso-Betanzos
,
Alicia Troncoso
,
Antonio Bahamonde
Including Content-Based Methods in Peer-Assessment of Open-Response Questions.
ICDM Workshops
(2015)
Oscar Luaces
,
Jorge Díez
,
Amparo Alonso-Betanzos
,
Alicia Troncoso Lora
,
Antonio Bahamonde
A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments.
Knowl. Based Syst.
85 (2015)
Jorge Díez
,
Edna Gamboa
,
Teresita González de Cossío
,
Oscar Luaces
,
Thorsten Joachims
,
Antonio Bahamonde
Analysis of nutrition data by means of a matrix factorization method.
Prog. Artif. Intell.
3 (3-4) (2015)
José Barranquero
,
Jorge Díez
,
Juan José del Coz
Quantification-oriented learning based on reliable classifiers.
Pattern Recognit.
48 (2) (2015)
José Barranquero
,
Pablo González
,
Jorge Díez
,
Juan José del Coz
On the study of nearest neighbor algorithms for prevalence estimation in binary problems.
Pattern Recognit.
46 (2) (2013)
Elena Montañés
,
José Barranquero
,
Jorge Díez
,
Juan José del Coz
Enhancing directed binary trees for multi-class classification.
Inf. Sci.
223 (2013)
Pablo González
,
Eva Alvarez
,
José Barranquero
,
Jorge Díez
,
Rafael Gonzalez-Quiros
,
Enrique Nogueira
,
Angel Lopez-Urrutia
,
Juan José del Coz
Multiclass Support Vector Machines With Example-Dependent Costs Applied to Plankton Biomass Estimation.
IEEE Trans. Neural Networks Learn. Syst.
24 (11) (2013)
Oscar Luaces
,
Jorge Díez
,
José Barranquero
,
Juan José del Coz
,
Antonio Bahamonde
Binary relevance efficacy for multilabel classification.
Prog. Artif. Intell.
1 (4) (2012)
Juan José del Coz
,
Jorge Díez
,
Antonio Bahamonde
,
Félix Goyache
Learning data structure from classes: A case study applied to population genetics.
Inf. Sci.
193 (2012)
Oscar Luaces
,
José Ramón Quevedo
,
Miguel Pérez-Enciso
,
Jorge Díez
,
Juan José del Coz
,
Antonio Bahamonde
Explaining the Genetic Basis of Complex Quantitative Traits through Prediction Models.
J. Comput. Biol.
17 (12) (2010)
Jorge Díez
,
Juan José del Coz
,
Antonio Bahamonde
A semi-dependent decomposition approach to learn hierarchical classifiers.
Pattern Recognit.
43 (11) (2010)
Jorge Díez
,
Juan José del Coz
,
Antonio Bahamonde
,
Oscar Luaces
Soft Margin Trees.
ECML/PKDD (1)
(2009)
Antonio Bahamonde
,
Jaime Alonso
,
Juan José del Coz
,
Jorge Díez
,
José Ramón Quevedo
,
Oscar Luaces
Prediction and Inheritance of Phenotypes.
IWINAC (1)
(2009)
Juan José del Coz
,
Jorge Díez
,
Antonio Bahamonde
Learning Nondeterministic Classifiers.
J. Mach. Learn. Res.
10 (2009)
Jaime Alonso
,
Juan José del Coz
,
Jorge Díez
,
Oscar Luaces
,
Antonio Bahamonde
Learning to Predict One or More Ranks in Ordinal Regression Tasks.
ECML/PKDD (1)
(2008)
Jorge Díez
,
Juan José del Coz
,
Oscar Luaces
,
Antonio Bahamonde
Clustering people according to their preference criteria.
Expert Syst. Appl.
34 (2) (2008)
Juan José del Coz
,
Jorge Díez
,
Antonio Bahamonde
,
Carlos Sañudo
,
Matilde Alfonso
,
Philippe Berge
,
Eric Dransfield
,
Costas Stamataris
,
Demetrios Zygoyiannis
,
Tyri Valdimarsdottir
,
Edi Piasentier
,
Geoffrey Nute
,
Alan Fisher
Learning the Reasons Why Groups of Consumers Prefer Some Food Products.
ICDM
(2006)
Jorge Díez
,
Juan José del Coz
,
Carlos Sañudo
,
Pere Albertí
,
Antonio Bahamonde
A Kernel Based Method for Discovering Market Segments in Beef Meat.
PKDD
(2005)
Juan José del Coz
,
Gustavo F. Bayón
,
Jorge Díez
,
Oscar Luaces
,
Antonio Bahamonde
,
Carlos Sañudo
Trait Selection for Assessing Beef Meat Quality Using Non-linear SVM.
NIPS
(2004)
Jorge Díez
,
Gustavo F. Bayón
,
José Ramón Quevedo
,
Juan José del Coz
,
Oscar Luaces
,
Jaime Alonso
,
Antonio Bahamonde
Discovering Relevancies in Very Difficult Regression Problems: Applications to Sensory Data Analysis.
ECAI
(2004)
Oscar Luaces
,
Gustavo F. Bayón
,
José Ramón Quevedo
,
Jorge Díez
,
Juan José del Coz
,
Antonio Bahamonde
Analyzing Sensory Data Using Non-linear Preference Learning with Feature Subset Selection.
ECML
(2004)
Antonio Bahamonde
,
Gustavo F. Bayón
,
Jorge Díez
,
José Ramón Quevedo
,
Oscar Luaces
,
Juan José del Coz
,
Jaime Alonso
,
Félix Goyache
Feature subset selection for learning preferences: a case study.
ICML
(2004)
Jorge Díez
,
Juan José del Coz
,
Oscar Luaces
,
Félix Goyache
,
Jaime Alonso
,
A. M. Peña
,
Antonio Bahamonde
Learning to Assess from Pair-Wise Comparisons.
IBERAMIA
(2002)